Triple
T8996813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collapse |
E214936
|
entity |
| Predicate | alternativeTitle |
P39
|
FINISHED |
| Object | Collapse: How Societies Choose to Fail or Survive |
E39592
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Collapse: How Societies Choose to Fail or Survive | Statement: [Collapse, alternativeTitle, Collapse: How Societies Choose to Fail or Survive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Collapse: How Societies Choose to Fail or Survive Context triple: [Collapse, alternativeTitle, Collapse: How Societies Choose to Fail or Survive]
-
A.
Collapse: How Societies Choose to Fail or Succeed
chosen
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
B.
The Architecture of Collapse
The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
-
C.
Why Nations Fail: The Origins of Power, Prosperity, and Poverty
Why Nations Fail: The Origins of Power, Prosperity, and Poverty is a widely influential book in political economy that argues inclusive political and economic institutions are the key drivers of long-term national prosperity and development.
-
D.
The Collapse of Chaos
The Collapse of Chaos is a popular science book by mathematician Ian Stewart (with Jack Cohen) that explores complexity theory, chaos, and how simple rules can give rise to the rich structures and behaviors seen in nature.
-
E.
Upheaval: Turning Points for Nations in Crisis
Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca83a05c608190bdfdbdb25e994b39 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68df33c48190a5017426e59c0bc4 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb9531748190bd710e0b386b2cbe |
completed | April 3, 2026, 3:24 p.m. |
Created at: March 30, 2026, 7:05 p.m.